Research Article
[Retracted] Prediction Model of Ischemic Stroke Recurrence Using PSO-LSTM in Mobile Medical Monitoring System
Table 2
Evaluation indexes for prediction results of different methods.
| Evaluation index | Model | PSO-LSTM (%) | Reference [14] | Reference [15] |
| Accuracy (Ea) | 92.0 | 86.2 | 85.1 | Sensitivity (Ese) | 91.2 | 84.4 | 83.5 | Specificity (Esp) | 90.5 | 82.2 | 80.1 | Positive prediction rate (Ep) | 85.3 | 82.6 | 83.1 | Negative prediction rate (En) | 83.7 | 80.7 | 80.2 | F1_score (EF1) | 88.5 | 82.5 | 81.9 |
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